Ticket Deflection
Last updated March 25, 2026
Ticket deflection is when an AI chatbot or self-service tool resolves a customer issue before it becomes a support ticket requiring human attention.
Ticket deflection measures the percentage of potential support tickets that AI or self-service resolves before reaching a human agent. High deflection rates reduce agent workload and cost per ticket. Typical AI deflection rates range from 40-75% depending on the tool and knowledge base quality. My AskAI reports up to 75% deflection. Intercom Fin achieves up to 86% resolution which is the highest form of deflection.
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Frequently Asked Questions
What is a good ticket deflection rate?
A deflection rate of 40-60% is good. Top performers achieve 70-86% with comprehensive knowledge bases and well-trained AI.
How do you improve ticket deflection?
Expand your knowledge base, train AI on past tickets, add FAQ coverage for common questions, and implement interactive troubleshooting guides.
Does ticket deflection hurt customer satisfaction?
Not when done well. Fast accurate AI answers often score higher on CSAT than slow human responses. The key is always offering human escalation.